The attic was a labyrinth of forgotten treasures and discarded memories. David, however, wasn't interested in treasures. He was interested in the items left by the previous owners. Their personal belongings were evidence of their life, and, he thought, their failures.

He located the children's toys left behind. A sad little teddy bear missing an eye. A chipped plastic car. He grabbed them both.

He envisioned a trash bin, a bonfire, and a long, drawn-out process of destruction. He would make certain the only thing remaining of these items would be ash.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442